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iclr15

Sentiment analysis with Ensemble

icml2016

Generative Adversarial Text-to-Image Synthesis

improved-gan

code for the paper "Improved Techniques for Training GANs"

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

inception-v3.torch

Rethinking the Inception Architecture for Computer Vision

infersent

Sentence embeddings (InferSent) and training code for NLI.

integratedgradients

Python/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.

is13

RNN and Spoken Language Understanding

jiebago

Jieba 分词 Go 语言版

kaldi-lstm

C++ implementation of LSTM (Long Short Term Memory), in Kaldi's nnet1 framework. Used for automatic speech recognition, possibly language modeling etc.

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

keras-gp

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

kittydar

[UNMAINTAINED] Face detection for cats in JavaScript - demo for a TXJS talk

l2c

Learning to Cluster. A deep clustering strategy.

language-modeling-gatedcnn

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

largevis

An implementation of the largeVis algorithm for visualizing large, high-dimensional datasets, for R

layer-norm

Code and models from the paper "Layer Normalization"

lda2vec

lda2vec-tf

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

leakgan

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and hierarchical reinforcement learning.

learning-disentangled-representations

Controllable Text Generation using variational auto-encoder (VAE) and text CNN

learning-to-learn

TensorFlow implementation of the paper "Learning to learn by gradient descent by gradient descent ( https://arxiv.org/abs/1606.04474 )"

learning_to_execute

Learning to Execute

learningtolearnbohp

lexvec

This is an implementation of the LexVec word embedding model (similar to word2vec and GloVe) that achieves state of the art results in multiple NLP tasks

lifelongvae

Lifelong Variational Autoencoder

line

LINE: Large-scale information network embedding

lm

lmspn

Language Modeling with Sum-Product Networks

local-context-unit

local-context-unit